I am an Assistant Professor with the School of Instrument Science and Opto-electronics Engineering, Hefei University of Technology (HFUT), Hefei, China, working in Prof. Yu Liu’s research team.
In 2025, I received the Ph.D. degree in Mathematics, advised by Prof. Ting-Zhu Huang and co-advised by Prof. Liang-Jiang Deng, from the School of Mathematical Sciences, University of Electronic Science and Technology of China (UESTC), Chengdu, China.
From Sep. 2023 to Sep. 2024, I was a visiting Ph.D. student at the Institute of Methodologies for Environmental Analysis (IMAA), National Research Council (CNR), Italy, working there with Prof. Gemine Vivone, funded by the China Scholarship Council.
My research interests include high-dimensional image processing, image fusion, trustworthy machine learning, tensor modeling and computing.
E-mail: wuzhch97@163.com; zhongcheng.wu@hfut.edu.cn Google Scholar 中文主页
News
- 2025.07: One paper is accepted by Journal of Scientific Computing.
Publications
(Note: * indicates the corresponding author.)
2025
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Xiao Wu, Ting-Zhu Huang, Zhong-Cheng Wu, Liang-Jian Deng, “A Robust Tensor Wheel Decomposition-Based Regularization Method for Tensor Completion Problem”, Journal of Scientific Computing, 2025.
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Jin-Liang Xiao, Ting-Zhu Huang, Zhong-Cheng Wu, Liang-Jian Deng, “A Novel Nonconvex Rank Approximation with Application to the Matrix Completion”, East Asian Journal on Applied Mathematics, 2025.
2024
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Zhong-Cheng Wu, Ya-Jun Li, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone, “CroDoSR: Tensor Cross-Domain Rank for Hyperspectral Image Super-Resolution”, IEEE Transactions on Geoscience and Remote Sensing, 2024.
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Zhong-Cheng Wu, Gemine Vivone*, Ting-Zhu Huang*, Liang-Jian Deng, “Pansharpening via Semi-Framelet-Guided Sparse Reconstruction”, Information Fusion, 2024. [Code]
2023
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Hong-Xia Dou, Zhong-Cheng Wu*, Yu-Wei Zhuo, Liang-Jian Deng, Gemine Vivone, “Dynamical Fusion Model with Joint Variational and Deep Priors for Hyperspectral Image Super-resolution”, IEEE Geoscience and Remote Sensing Letters, 2023.
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Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone, “A Framelet Sparse Reconstruction Method for Pansharpening with Guaranteed Convergence”, Inverse Problems and Imaging, 2023. [PDF] [Code]
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Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Jie Huang, Jocelyn Chanussot, Gemine Vivone, “LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening”, IEEE Transactions on Image Processing, 2023. [PDF] [Code] (ESI Highly Cited Paper)
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Jin-Liang Xiao, Ting-Zhu Huang*, Liang-Jian Deng*, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone, “Variational Pansharpening Based on Coefficient Estimation with Nonlocal Regression”, IEEE Transactions on Geoscience and Remote Sensing, 2023. [Code]
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Rui Wen, Liang-Jian Deng*, Zhong-Cheng Wu, Xiao Wu, Gemine Vivone, “A Novel Spatial Fidelity with Learnable Nonlinear Mapping for Panchromatic Sharpening”, IEEE Transactions on Geoscience and Remote Sensing, 2023. [PDF] [Code]
2022
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Jin-Liang Xiao, Ting-Zhu Huang*, Liang-Jian Deng*, Zhong-Cheng Wu, Gemine Vivone, “A New Context-Aware Details Injection Fidelity with Adaptive Coefficients Estimation for Variational Pansharpening”, IEEE Transactions on Geoscience and Remote Sensing, 2022. [PDF] [Code]
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Tian-Jing Zhang, Liang-Jian Deng*, Zhong-Cheng Wu, Chao-Chao Zheng, “An Iterative Approach for Image Fusion with Dynamic Gradient Sparsity and Anisotropic Spectral-Spatial Total Variation”, Signal, Image and Video Processing, 2022.
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Zhihao Wang, Wenjin Qin, Zhongcheng Wu, Hailin Wang, Jianjun Wang*, “High-Order Tensor Low-Rank Approximation with Application in Color Video Recovery”, Journal of Electronic Imaging, 2022.
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Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Hong-Xia Dou, Deyu Meng, “Tensor Wheel Decomposition and Its Tensor Completion Application”, NeurIPS, 2022. [PDF] [Appendix] [Poster] [Slides] [Code]
2021
- Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Jin-Fan Hu, Gemine Vivone, “VO+Net: An Adaptive Approach Using Variational Optimization and Deep Learning for Panchromatic Sharpening”, IEEE Transactions on Geoscience and Remote Sensing, 2021. [Code] (ESI Highly Cited Paper)
2020
- Zhong-Cheng Wu, Ting-Zhu Huang*, Liang-Jian Deng*, Gemine Vivone, Jia-Qing Miao, Jin-Fan Hu, Xi-Le Zhao, “A New Variational Approach Based on Proximal Deep Injection and Gradient Intensity Similarity for Spatio-Spectral Image Fusion”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020. [Code]
Honors and Awards
- Sichuan Province Outstanding Ph.D. Graduate, 2025
- China Aerospace Science and Technology Corporation (CASC) Scholarship (First Prize), 2024
- Academic Promising Talent Award for Graduate (Ph.D.) Students, 2024
- National Scholarship for Graduate (Ph.D.) Students, 2023
- Special Graduate Scholarship in Science, 2021
- Academic Promising Talent Award for Graduate (Master) Students, 2021
- Anhui Province Outstanding Undergraduate Graduate, 2019
Academic Activities
- Reviewer: NeurIPS 2025, IEEE TIP/TGRS/SPL/GRSL, Information Fusion, Signal Processing, MDPI Remote Sensing, SPIE JEI, etc.